Architecting and optimizing high-throughput data ingestion pipelines for enterprise-scale Contact Center operations. My core focus is on memory-safe data processing, distributed orchestration, and building resilient, metadata-driven architectures.

High-Performance Data Ingestion (TransUnion Integration)

• Memory Optimization & Benchmarking: Conducted a rigorous Proof of Concept (POC) comparing Pandas, Polars, and DuckDB for processing 1M+ row datasets in memory-constrained environments.

• The DuckDB Solution: Engineered a custom data-mapping solution using DuckDB PyRelations and PRAGMA limits. Achieved processing speeds of 1 million rows in ~7 seconds while keeping RAM usage under 250MB—a 90% reduction in memory overhead compared to legacy methods.

Production-Ready Validation Architecture

• File-Agnostic Validation Engine: Developed an 8-point validation pipeline to sanitize incoming ADC data (handling unescaped quotes, corrupt NULL bytes, and inconsistent delimiters).

• Metadata-Driven Schema Sniffing: Refactored the validation script to dynamically read schemas from Snowflake metadata tables (DATA_OBJECT), allowing the system to process any CSV source without hardcoded configurations.

• Advanced Sanitization: Implemented vectorized SQL sanitization and integrated a Python UDF with LRU caching for real-time phone number validation using the Google phonenumbers library.

Orchestration & Infrastructure

• Pipeline Orchestration: Architected the entire validation workflow into a production-safe Apache Airflow 3.x DAG.

• Scheduler-Safe Design: Encapsulated all I/O and database connections within task contexts to prevent parsing bottlenecks in Managed Airflow.

• Capacity Planning: Profiled the Airflow stack's memory footprint (2.23 GiB) and authored formal infrastructure recommendations (3GB per worker) to guarantee production stability. Built automated file-state transitions (processed/error routing with timestamp suffixing) to prevent data collisions.

Elected to lead the chapter's next phase of growth, my immediate focus has been on executing a vision centered on high-value programming, team empowerment, and community expansion. In less than 30 days, we have:

• Championed a Team Expansion: Grew our officer team to 16 dedicated officers, empowering them with clear roles and the autonomy to drive key initiatives, ensuring the long-term sustainability and growth of the chapter.

• High-Caliber Industry Engagement: Orchestrated a flagship industry event, "Software at Scale," by flying in two senior software engineers from Meta for an exclusive, in-person panel that attracted 30+ attendees on Halloween night.

• Strategic Academia Programming: Launched two pivotal academia events to address critical student needs: a "Research: Thesis vs. Non-Thesis" panel with 6 experts (50+ attendees) and an "ML Interview Prep" session with a Staff ML Engineer from Meta.

• Initiated Key Partnerships: Established two new collaborations with ABLA and Startup Village, laying the groundwork for a more integrated and resourceful tech ecosystem for all ASU students.

Between 30-60 days, I spearheaded a rapid expansion initiative that scaled our community to 4,400+ members on Sun Devil Central, positioning the chapter as a premier technical hub at ASU.

• Operational Turnaround & Governance: Restored the chapter to full financial and operational standing with the Fulton Student Organizations (FSO) office.

• High-Volume Event Execution: Successfully hosted 28 high-impact events in a single year. Secured and hosted speakers from industry giants including Meta, Intel, ARM, Google, Amazon, Microsoft, BQP and Quantinuum, bridging the gap between academia and enterprise technology.

• Academia & Research Integration: Launched the "Arizona Algorithms Cup" initiative and standardized a "2-4-4-2" event cadence for Spring 2026, balancing technical workshops with large-scale research symposiums to address critical student needs.

Bridged academic learning with industry, connecting hundreds of students with leading tech professionals via high-impact events.

Led 10+ technical events (Spring 2025/Summer 2025/Fall 2025) featuring 10+ senior leaders (Google, Microsoft, Oracle, BQP), significantly boosting student engagement.

Managed speaker outreach, onboarding, and logistics, ensuring seamless event experiences and cultivating strong industry relationships.

Designed and hosted diverse technical workshops and roundtables for 100+ attendees, showcasing real-world engineering applications:

• System Design (Google): Facilitated live demo of scalable microservices (Redis, Docker, Postgres, Gemini 2.5), simulating 1,000+ users and petabyte-scale data handling.

• Cloud AI & DevOps (Oracle): Anchored deep dive into SDLC, CI/CD, CAPA, and data warehousing, highlighting how OS/Data Structures directly translate to concurrency/performance at scale (e.g., Oracle's Zoom support).

• Quantum Computing (BQP): Guided discussions on quantum-inspired algorithms, detailing Airbus's 6% weight reduction (saving ~$1.5-2B) and reducing ML model parameters from 14.6M to 2,100.

• Microsoft Roundtable: Orchestrated session covering diverse engineering roles, AI's impact, and essential soft skills.

Authored custom event scripts and tailored discussion questions, ensuring insightful content delivery.

Moderated dynamic in-person/virtual (Zoom) sessions with professional introductions, smooth transitions, and high-energy Q&A, maximizing audience engagement.

Adapted in real-time to technical issues during live broadcasts, preserving event flow and a professional experience.

Curated actionable feedback and strategic insights for ACM leadership, driving continuous program improvement.

Led a high-engagement AI workshop in partnership with The AI Society, driving seamless logistics and real-time participation for both in-person and remote attendees.

Directed all event AV operations: Verified microphone, speaker, and projector connectivity for a flawless technical launch.

Enhanced accessibility: Established a live Zoom camera feed, enabling interactive remote attendance and broadening the workshop’s reach.

Coordinated comprehensive event documentation: Managed officers to capture media from multiple perspectives, ensuring thorough coverage.

Oversaw hospitality and participant experience: Monitored food distribution to guarantee all 40+ students—and a guest from Amazon—were accommodated.

Drove operational excellence and team collaboration, reinforcing ACM’s reputation for professional, student-centered events.

Transitioned seamlessly into the Industry Officer role, streamlining responsibilities to prioritize networking and guest speaker engagement for major ACM events.

Drove outreach and event strategy that helped organize a high-attendance session—drawing nearly 100 participants and forging valuable new connections for ACM.

Amplified ACM’s mission: Delivered persuasive presentations to a diverse student audience, leveraging public speaking and interpersonal skills to increase engagement and membership awareness.

Facilitated cross-team collaboration to ensure smooth event execution and consistent value delivery.